{"id":"W4388495828","doi":"10.2147/jmdh.s432969","title":"Cognitive Dysfunction in Hospitalized Patient with Moderate-to-Severe COVID-19: A 1-Year Prospective Observational Study","year":2023,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cognition; Prospective cohort study; Intensive care medicine; Pediatrics; Psychiatry; Internal medicine; Pathology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001082576,0.0003303926,0.0007936716,0.0008731848,0.0002950164,0.00003576022,0.0001431399,0.0001428068,0.00003682559],"category_scores_gemma":[0.002172937,0.0002511531,0.0001430708,0.001194863,0.00006777811,0.0004010648,0.0001573549,0.0007502807,0.00003705464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619558,"about_ca_system_score_gemma":0.002832078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002980359,"about_ca_topic_score_gemma":0.0005620114,"domain_scores_codex":[0.9963765,0.0004110864,0.0009475392,0.0005078274,0.001272702,0.000484324],"domain_scores_gemma":[0.996069,0.0008042704,0.0005606769,0.0002658013,0.001220957,0.001079354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02979952,0.001293851,0.9357494,0.0006422882,0.0001902482,0.004538167,0.02249554,0.004213416,0.00004505633,0.00002744102,0.0004591683,0.0005458733],"study_design_scores_gemma":[0.01877322,0.01821579,0.9351655,0.001206737,0.000108179,0.0004447438,0.0243613,0.000993868,0.00002950422,0.0004070306,0.00002344798,0.0002706786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964588,0.00009005003,0.0002759275,0.02982861,0.0003042197,0.004720106,0.00006079884,0.00008826228,0.00004406176],"genre_scores_gemma":[0.996532,0.00002682811,0.00103277,0.001708629,0.0002260061,0.0002510399,0.00006094553,0.00006066728,0.000101118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03194403,"threshold_uncertainty_score":0.9999941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05996264445474037,"score_gpt":0.387135512798894,"score_spread":0.3271728683441537,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}